Neo
3.6K posts

Neo
@neo
A mentorship community, builder residency, & VC fund. Retweets represent our diverse community’s voices, from students to CEOs. Apply now: https://t.co/459cccQZAw



This is my idea of fun. I rented a private room at a steakhouse and invited a dozen marketers to come for show & tell. Everyone had to live demo an agentic workflow their team was using. We spent hours going around the table. Probably the most I've learned in one evening. Did this with @yohansudheer + @michlimlim. We're building the best community for growth and marketing leaders. DM me if this is your idea of fun too.


A WSJ analysis found 67% of Polymarket profits goes to just 0.1% of accounts, while most traders are in the red. Most Kalshi users also lose money. on.wsj.com/4td9UPy



Is RL for materials science the next frontier? I’m excited to announce PLaID++, an LLM post-trained for materials discovery which *crushes* existing methods from Meta and others by over 50% at generating S.U.N. crystals. We introduce Reinforcement Learning from Interatomic Potentials (RLIP), which uses feedback from ML interatomic potentials to guide our search space. We also extend RLIP to space-group–conditioned generation, achieving similar ~50% gains over fine-tuning alone. Our results are impressive but we find *how* you do RL matters a ton here 🧵



I applaud the Senate for passing this resolution to ban Senators and their offices from trading on prediction markets. Kalshi already proactively blocks members of congress and enforces against insider trading. This is a great step to increase trust in our markets by making it an industry standard. Now, let’s pass this in the House!

When we first shared Inspect, @tryramp's in-house coding agent, it wrote 30% of all merged PRs. Today, it's ~70% of all merged PRs, and goes far beyond just our engineers. We shared some successes with the Ramp team today in our all-hands, that I wanted to share here as well.





Warp is now open-source.








